{"id":"W3158580914","doi":"10.1016/j.amj.2021.03.005","title":"Pretransport Risk Assessment of Agitated Patients in Air Medical Transport","year":2021,"lang":"en","type":"article","venue":"Air Medical Journal","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Confidence interval; Emergency medicine; Predictive value; Retrospective cohort study; Risk assessment; Relative risk; Mental health; Health care; Cohort; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007816021,0.0002654431,0.0002864551,0.0007170437,0.0007932652,0.001567452,0.0003555983,0.0006005859,0.0024489],"category_scores_gemma":[0.009018178,0.000161535,0.0004309893,0.0004862216,0.0002797668,0.000695898,0.0006585908,0.001373468,0.000297261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006370568,"about_ca_system_score_gemma":0.0009460963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002969372,"about_ca_topic_score_gemma":0.005739097,"domain_scores_codex":[0.9993587,0.0002572209,0.00009527482,0.00002968275,0.0001424654,0.0001165665],"domain_scores_gemma":[0.9969895,0.0008921771,0.0009320019,0.00005333497,0.0004439834,0.0006888739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008048664,0.0009138515,0.9775088,0.00005481125,0.00007527648,0.0007238032,0.001760908,0.0004486625,0.0002961032,0.0001608881,0.0005793765,0.01667271],"study_design_scores_gemma":[0.00002565388,0.001883585,0.9818286,0.0001297068,0.00008347383,0.0010659,0.009782604,0.003139122,0.0004432402,0.0007457174,0.0008281986,0.0000442219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981865,0.0001189021,0.0000982873,0.0002786532,0.00001807574,0.0000154455,0.00003221049,0.0000023757,0.001249445],"genre_scores_gemma":[0.9994666,0.00009746736,0.0001540658,0.00004461913,0.00001361813,0.000006371364,0.00002974212,9.149088e-7,0.0001866275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002969372,"threshold_uncertainty_score":0.00819236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631317109171177,"score_gpt":0.385956220597375,"score_spread":0.3696430495056632,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}